Data Science Ultimate

KNCMAP

এপত কৰা ক্ৰয়

এই এপ্‌টোৰ বিষয়ে

📊 Learn Data Science Anytime - Even Without Internet

Master Data Science, Machine Learning, and AI with a powerful offline-first learning app designed for beginners, students, and professionals.

Learn, practice, and code anytime, anywhere - no internet required.



🚀 Key Features

🔌 Full Offline Access

* Learn without internet
* Access tutorials, examples, quizzes & references offline
* Perfect for travel, study breaks, and low-network areas



💻 Built-In Offline Python IDE

Practice what you learn instantly.

* Write & run Python code inside the app
* Syntax highlighting and clean editor
* Preloaded examples for data analysis & ML
* Ideal for hands-on learning — even offline



🧠 Comprehensive Data Science Curriculum

From beginner to advanced:

* Data Cleaning & Preprocessing
* Exploratory Data Analysis (EDA)
* Statistics & Probability
* Machine Learning Algorithms
* Deep Learning (CNNs, RNNs)
* Big Data fundamentals (Spark, Hadoop)
* Model Evaluation & Optimization

Libraries covered:
Python, Pandas, NumPy, Scikit-learn, TensorFlow, Keras



📘 Step-by-Step Tutorials

* Easy explanations
* Practical examples
* Python, R & SQL snippets
* Beginner → Intermediate → Advanced levels



🗺️ Guided Learning Paths

* Follow structured paths based on your level
* Know exactly what to learn next
* Ideal for self-paced growth



📝 Quizzes & Progress Tracking

* Test your knowledge
* Learn from detailed solutions
* Track improvement over time



🧪 Real-World Projects

Practice with real scenarios:

* House price prediction
* Sentiment analysis
* Image recognition
* Time-series forecasting
* Machine learning pipelines



📚 Glossary & Quick Reference

* Data science terms explained simply
* Handy formulas & syntax reference
* Great for quick revision



🎯 Ideal For

* Beginners learning data science from scratch
* Students preparing for exams or careers
* Professionals upgrading AI & ML skills
* Anyone who wants offline learning + coding

🌟 Why Choose This App?

✔ Works completely offline
✔ Learn & code in one app
✔ Structured learning paths
✔ Hands-on practice with IDE
✔ Perfect for real-world skills



🔓 Premium Features (Subscription)

Upgrade to Premium to unlock:

* Full offline content access
* Advanced tutorials & projects
* Unlimited IDE usage
* Exclusive learning paths
* No ads, distraction-free learning


🔐 Privacy Policy
https://kncmap.com/privacy-policy/

নতুন কি আছে

🚀 What’s New

• Improved Data Science learning with Python and ML fundamentals
• Enhanced AI Tutor and AI Interviewer powered by LLMs
• Smarter knowledge retrieval using FAISS and Weaviate
• Faster built-in Python IDE and better offline support

🛠️ Improvements

• Backend and cloud performance optimisations
• UI stability improvements and bug fixes
• Copy Code